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In the case of a binary X, β 1 is simply estimated by the log odds ratio. Therefore, β* 1 can be calculated exactly. In Figure 1 (middle left) we display the function β* 1 (λ) for different values of the misclassification matrix and β 1 = 1 and β 0 = 0. figma login template free